Causal machine learning for healthcare and precision medicine

Causal machine learning (CML) has experienced increasing popularity in healthcare. Beyond the inherent capabilities of adding domain knowledge into learning systems, CML provides a complete toolset for investigating how a system would react to an intervention (e.g. outcome given a treatment). Quanti...

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Detalles Bibliográficos
Autores principales: Sanchez, Pedro, Voisey, Jeremy P., Xia, Tian, Watson, Hannah I., O’Neil, Alison Q., Tsaftaris, Sotirios A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2022
Materias:
Computer Science and Artificial Intelligence
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9346354/
https://www.ncbi.nlm.nih.gov/pubmed/35950198
http://dx.doi.org/10.1098/rsos.220638

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9346354/
https://www.ncbi.nlm.nih.gov/pubmed/35950198
http://dx.doi.org/10.1098/rsos.220638

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